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ResearchFormerly WizWand

Activity Recognition on DG

59.8Macro F1 ScoreKAN-MLP-Mixer
5254.02556.0558.075May 18, 2026
Updated 5mo ago

Evaluation results

MethodLinks
KAN-MLP-Mixer2026.0559.8———
KAN (K-M-M)KAN variant=KAN, Architecture configuration=K-M-M2026.0558.9———
EfficientKAN (K-M-M)KAN variant=EfficientKAN, Architecture configuration=K-M-M2026.0558.7———
KAN (M-K-M)KAN variant=KAN, Architecture configuration=M-K-M2026.0558.6———
EfficientKAN (M-K-M)KAN variant=EfficientKAN, Architecture configuration=M-K-M2026.0558.4———
LarctanKAN (M-M-K)KAN variant=LarctanKAN, Architecture configuration=M-M-K2026.0558.4———
MLPHAR2026.0558———
LarctanKAN (M-K-M)KAN variant=LarctanKAN, Architecture configuration=M-K-M2026.0557.9———
EfficientKAN (M-M-K)KAN variant=EfficientKAN, Architecture configuration=M-M-K2026.0557.2———
KAN (M-M-K)KAN variant=KAN, Architecture configuration=M-M-K2026.0557.1———
LarctanKAN (K-M-M)KAN variant=LarctanKAN, Architecture configuration=K-M-M2026.0556.8———
FastKAN (K-M-M)KAN variant=FastKAN, Architecture configuration=K-M-M2026.0556.2———
FastKAN (M-M-K)KAN variant=FastKAN, Architecture configuration=M-M-K2026.0556———
FastKAN (M-K-M)KAN variant=FastKAN, Architecture configuration=M-K-M2026.0555.8———
WavKAN (K-M-M)KAN variant=WavKAN, Architecture configuration=K-M-M2026.0555.3———
WavKAN (M-M-K)KAN variant=WavKAN, Architecture configuration=M-M-K2026.0554.8———
FourierKAN (M-M-K)KAN variant=FourierKAN, Architecture configuration=M-M-K2026.0554.7———
FourierKAN (K-M-M)KAN variant=FourierKAN, Architecture configuration=K-M-M2026.0554.3———
FourierKAN (M-K-M)KAN variant=FourierKAN, Architecture configuration=M-K-M2026.0554.1———
WavKAN (M-K-M)KAN variant=WavKAN, Architecture configuration=M-K-M2026.0552.3———